July 23, 2026
Small data, big comment energy
Show HN: Trifle – Open-source analytics that stores answers, not events
This analytics launch wowed people—until the comments asked if it’s solving a made-up problem
TLDR: Trifle launched an open-source analytics tool that stores summaries instead of every user action, promising a simpler way to track sales and activity. Commenters immediately split between "smart and tidy" and "why delete cheap data at all," with extra panic about whether the setup could slow down a company’s own database.
A new Show HN launch for Trifle is pitching a very simple dream: instead of saving every tiny action your app records, save the final answers you actually care about—like orders, revenue, and where customers came from. The tool says it works with your current database, supports Ruby, Elixir, and Go, and even has AI-friendly features plus a dashboard deal for the first 20 paying customers. Very neat, very polished, very "we can onboard you personally in 30 minutes."
But the real action was in the comments, where the community immediately turned into the internet’s favorite sport: doing math and questioning the premise. One commenter dropped the killer stat that a billion events is only around 4GB, basically asking: if storage is cheap, why are we acting like keeping the raw data is some impossible luxury? That instantly reframed the whole pitch from "smart simplification" to "are we throwing away useful information too early?"
Then came the anxiety spiral. Another commenter wondered what happens when all these metrics hit your existing database—and, in the most delightfully dramatic line of the thread, whether opening a performance dashboard could actually make it harder for customers to buy the product. That’s the kind of nightmare scenario founders read and then stare at the ceiling about.
And amid the skepticism? A sweet little plot twist: one user simply praised the beautiful website, proving that no matter how intense the debate gets, someone in the room will always notice the vibes.
Key Points
- •Trifle is introduced as an open-source time-series analytics system that works with an existing database.
- •The product supports metric tracking for Ruby, Elixir, and Go, including counters, revenue, and hierarchical data.
- •The article shows a `Trifle::Stats.track` example that records a timestamped metric with multiple values and dimensions in one call.
- •A workflow is described in which AI agents use Trifle CLI and MCP locally, then upload the resulting file to Trifle App for visualization.
- •The first 20 Trifle App customers are offered a founding plan at $19 per month with unlimited users and Pro features, while the libraries are open source and the CLI is free.